Overview
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 2059 |
| Missing cells | 745 |
| Missing cells (%) | 1.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 321.8 KiB |
| Average record size in memory | 160.1 B |
Variable types
| Categorical | 7 |
|---|---|
| Text | 5 |
| Numeric | 8 |
Drivetrain is highly overall correlated with Fuel Tank Capacity and 2 other fields | High correlation |
Fuel Tank Capacity is highly overall correlated with Drivetrain and 4 other fields | High correlation |
Height is highly overall correlated with Make and 1 other fields | High correlation |
Kilometer is highly overall correlated with Year | High correlation |
Length is highly overall correlated with Fuel Tank Capacity and 3 other fields | High correlation |
Make is highly overall correlated with Drivetrain and 3 other fields | High correlation |
Price is highly overall correlated with Fuel Tank Capacity and 4 other fields | High correlation |
Seating Capacity is highly overall correlated with Height | High correlation |
Transmission is highly overall correlated with Fuel Tank Capacity and 3 other fields | High correlation |
Width is highly overall correlated with Drivetrain and 4 other fields | High correlation |
Year is highly overall correlated with Kilometer and 1 other fields | High correlation |
Fuel Type is highly imbalanced (61.5%) | Imbalance |
Owner is highly imbalanced (64.4%) | Imbalance |
Seller Type is highly imbalanced (86.9%) | Imbalance |
Engine has 80 (3.9%) missing values | Missing |
Max Power has 80 (3.9%) missing values | Missing |
Max Torque has 80 (3.9%) missing values | Missing |
Drivetrain has 136 (6.6%) missing values | Missing |
Length has 64 (3.1%) missing values | Missing |
Width has 64 (3.1%) missing values | Missing |
Height has 64 (3.1%) missing values | Missing |
Seating Capacity has 64 (3.1%) missing values | Missing |
Fuel Tank Capacity has 113 (5.5%) missing values | Missing |
Kilometer is highly skewed (γ1 = 20.98071903) | Skewed |
Reproduction
| Analysis started | 2025-12-07 05:44:26.278254 |
|---|---|
| Analysis finished | 2025-12-07 05:45:31.745143 |
| Duration | 1 minute and 5.47 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Make
Categorical
High correlation
| Distinct | 33 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.2 KiB |
| Maruti Suzuki | |
|---|---|
| Hyundai | |
| Mercedes-Benz | |
| Honda | |
| Toyota | |
| Other values (28) |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 7.9791161 |
| Min length | 2 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Honda |
|---|---|
| 2nd row | Maruti Suzuki |
| 3rd row | Hyundai |
| 4th row | Toyota |
| 5th row | Toyota |
Common Values
| Value | Count | Frequency (%) |
| Maruti Suzuki | 440 | |
| Hyundai | 349 | |
| Mercedes-Benz | 171 | 8.3% |
| Honda | 158 | 7.7% |
| Toyota | 132 | 6.4% |
| Audi | 127 | 6.2% |
| BMW | 121 | 5.9% |
| Mahindra | 119 | 5.8% |
| Tata | 57 | 2.8% |
| Volkswagen | 50 | 2.4% |
| Other values (23) | 335 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| maruti | 440 | |
| suzuki | 440 | |
| hyundai | 349 | |
| mercedes-benz | 171 | 6.8% |
| honda | 158 | 6.2% |
| toyota | 132 | 5.2% |
| audi | 127 | 5.0% |
| bmw | 121 | 4.8% |
| mahindra | 119 | 4.7% |
| tata | 57 | 2.3% |
| Other values (25) | 418 |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 1878 | 11.4% |
| a | 1687 | 10.3% |
| i | 1532 | 9.3% |
| d | 1045 | 6.4% |
| n | 954 | 5.8% |
| e | 886 | 5.4% |
| M | 884 | 5.4% |
| r | 855 | 5.2% |
| t | 694 | 4.2% |
| o | 657 | 4.0% |
| Other values (34) | 5357 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16429 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 1878 | 11.4% |
| a | 1687 | 10.3% |
| i | 1532 | 9.3% |
| d | 1045 | 6.4% |
| n | 954 | 5.8% |
| e | 886 | 5.4% |
| M | 884 | 5.4% |
| r | 855 | 5.2% |
| t | 694 | 4.2% |
| o | 657 | 4.0% |
| Other values (34) | 5357 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16429 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 1878 | 11.4% |
| a | 1687 | 10.3% |
| i | 1532 | 9.3% |
| d | 1045 | 6.4% |
| n | 954 | 5.8% |
| e | 886 | 5.4% |
| M | 884 | 5.4% |
| r | 855 | 5.2% |
| t | 694 | 4.2% |
| o | 657 | 4.0% |
| Other values (34) | 5357 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16429 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 1878 | 11.4% |
| a | 1687 | 10.3% |
| i | 1532 | 9.3% |
| d | 1045 | 6.4% |
| n | 954 | 5.8% |
| e | 886 | 5.4% |
| M | 884 | 5.4% |
| r | 855 | 5.2% |
| t | 694 | 4.2% |
| o | 657 | 4.0% |
| Other values (34) | 5357 |
Model
Text
| Distinct | 1050 |
|---|---|
| Distinct (%) | 51.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.2 KiB |
Length
| Max length | 50 |
|---|---|
| Median length | 38 |
| Mean length | 21.155415 |
| Min length | 4 |
Unique
| Unique | 613 ? |
|---|---|
| Unique (%) | 29.8% |
Sample
| 1st row | Amaze 1.2 VX i-VTEC |
|---|---|
| 2nd row | Swift DZire VDI |
| 3rd row | i10 Magna 1.2 Kappa2 |
| 4th row | Glanza G |
| 5th row | Innova 2.4 VX 7 STR [2016-2020] |
| Value | Count | Frequency (%) |
| at | 247 | 2.9% |
| 1.2 | 176 | 2.1% |
| plus | 170 | 2.0% |
| petrol | 134 | 1.6% |
| sx | 133 | 1.6% |
| vxi | 131 | 1.5% |
| tdi | 123 | 1.4% |
| 1.6 | 120 | 1.4% |
| diesel | 115 | 1.4% |
| o | 107 | 1.3% |
| Other values (650) | 7038 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6439 | 14.8% | |
| i | 2039 | 4.7% |
| e | 1885 | 4.3% |
| 0 | 1806 | 4.1% |
| 2 | 1765 | 4.1% |
| r | 1651 | 3.8% |
| a | 1546 | 3.5% |
| o | 1442 | 3.3% |
| 1 | 1369 | 3.1% |
| t | 1347 | 3.1% |
| Other values (62) | 22270 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 43559 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6439 | 14.8% | |
| i | 2039 | 4.7% |
| e | 1885 | 4.3% |
| 0 | 1806 | 4.1% |
| 2 | 1765 | 4.1% |
| r | 1651 | 3.8% |
| a | 1546 | 3.5% |
| o | 1442 | 3.3% |
| 1 | 1369 | 3.1% |
| t | 1347 | 3.1% |
| Other values (62) | 22270 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 43559 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6439 | 14.8% | |
| i | 2039 | 4.7% |
| e | 1885 | 4.3% |
| 0 | 1806 | 4.1% |
| 2 | 1765 | 4.1% |
| r | 1651 | 3.8% |
| a | 1546 | 3.5% |
| o | 1442 | 3.3% |
| 1 | 1369 | 3.1% |
| t | 1347 | 3.1% |
| Other values (62) | 22270 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 43559 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6439 | 14.8% | |
| i | 2039 | 4.7% |
| e | 1885 | 4.3% |
| 0 | 1806 | 4.1% |
| 2 | 1765 | 4.1% |
| r | 1651 | 3.8% |
| a | 1546 | 3.5% |
| o | 1442 | 3.3% |
| 1 | 1369 | 3.1% |
| t | 1347 | 3.1% |
| Other values (62) | 22270 |
Price
Real number (ℝ)
High correlation
| Distinct | 619 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1702991.7 |
| Minimum | 49000 |
|---|---|
| Maximum | 35000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.2 KiB |
Quantile statistics
| Minimum | 49000 |
|---|---|
| 5-th percentile | 250000 |
| Q1 | 484999 |
| median | 825000 |
| Q3 | 1925000 |
| 95-th percentile | 5900000 |
| Maximum | 35000000 |
| Range | 34951000 |
| Interquartile range (IQR) | 1440001 |
Descriptive statistics
| Standard deviation | 2419880.6 |
|---|---|
| Coefficient of variation (CV) | 1.4209586 |
| Kurtosis | 40.298155 |
| Mean | 1702991.7 |
| Median Absolute Deviation (MAD) | 465000 |
| Skewness | 4.9651429 |
| Sum | 3.5064599 × 109 |
| Variance | 5.8558223 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 425000 | 26 | 1.3% |
| 625000 | 24 | 1.2% |
| 650000 | 22 | 1.1% |
| 450000 | 20 | 1.0% |
| 375000 | 20 | 1.0% |
| 675000 | 19 | 0.9% |
| 550000 | 19 | 0.9% |
| 250000 | 19 | 0.9% |
| 325000 | 18 | 0.9% |
| 725000 | 16 | 0.8% |
| Other values (609) | 1856 |
| Value | Count | Frequency (%) |
| 49000 | 1 | < 0.1% |
| 71001 | 1 | < 0.1% |
| 100000 | 1 | < 0.1% |
| 114999 | 1 | < 0.1% |
| 120000 | 2 | |
| 130000 | 2 | |
| 135000 | 1 | < 0.1% |
| 140000 | 1 | < 0.1% |
| 141000 | 1 | < 0.1% |
| 145000 | 3 |
| Value | Count | Frequency (%) |
| 35000000 | 1 | < 0.1% |
| 27500000 | 1 | < 0.1% |
| 24000000 | 1 | < 0.1% |
| 22000000 | 1 | < 0.1% |
| 20000000 | 3 | |
| 19300000 | 1 | < 0.1% |
| 18500000 | 2 | |
| 18000000 | 1 | < 0.1% |
| 16200000 | 1 | < 0.1% |
| 14900000 | 1 | < 0.1% |
Year
Real number (ℝ)
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.4254 |
| Minimum | 1988 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.2 KiB |
Quantile statistics
| Minimum | 1988 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2014 |
| median | 2017 |
| Q3 | 2019 |
| 95-th percentile | 2021 |
| Maximum | 2022 |
| Range | 34 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.3635636 |
|---|---|
| Coefficient of variation (CV) | 0.0016680823 |
| Kurtosis | 2.9266435 |
| Mean | 2016.4254 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.84068453 |
| Sum | 4151820 |
| Variance | 11.31356 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 2018 | 268 | |
| 2017 | 262 | |
| 2019 | 218 | |
| 2014 | 192 | |
| 2016 | 187 | |
| 2015 | 178 | |
| 2021 | 156 | |
| 2020 | 132 | |
| 2013 | 128 | |
| 2012 | 92 | 4.5% |
| Other values (12) | 246 |
| Value | Count | Frequency (%) |
| 1988 | 1 | < 0.1% |
| 1996 | 1 | < 0.1% |
| 2000 | 1 | < 0.1% |
| 2002 | 1 | < 0.1% |
| 2004 | 1 | < 0.1% |
| 2006 | 2 | 0.1% |
| 2007 | 6 | 0.3% |
| 2008 | 13 | 0.6% |
| 2009 | 33 | |
| 2010 | 27 |
| Value | Count | Frequency (%) |
| 2022 | 81 | 3.9% |
| 2021 | 156 | |
| 2020 | 132 | |
| 2019 | 218 | |
| 2018 | 268 | |
| 2017 | 262 | |
| 2016 | 187 | |
| 2015 | 178 | |
| 2014 | 192 | |
| 2013 | 128 |
Kilometer
Real number (ℝ)
High correlation Skewed
| Distinct | 847 |
|---|---|
| Distinct (%) | 41.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54224.714 |
| Minimum | 0 |
|---|---|
| Maximum | 2000000 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8000 |
| Q1 | 29000 |
| median | 50000 |
| Q3 | 72000 |
| 95-th percentile | 107991.1 |
| Maximum | 2000000 |
| Range | 2000000 |
| Interquartile range (IQR) | 43000 |
Descriptive statistics
| Standard deviation | 57361.721 |
|---|---|
| Coefficient of variation (CV) | 1.057852 |
| Kurtosis | 669.60863 |
| Mean | 54224.714 |
| Median Absolute Deviation (MAD) | 22000 |
| Skewness | 20.980719 |
| Sum | 1.1164869 × 108 |
| Variance | 3.2903671 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 65000 | 33 | 1.6% |
| 72000 | 32 | 1.6% |
| 75000 | 29 | 1.4% |
| 45000 | 29 | 1.4% |
| 50000 | 29 | 1.4% |
| 42000 | 28 | 1.4% |
| 55000 | 26 | 1.3% |
| 70000 | 26 | 1.3% |
| 35000 | 22 | 1.1% |
| 38000 | 21 | 1.0% |
| Other values (837) | 1784 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 2 | |
| 75 | 1 | |
| 500 | 1 | |
| 600 | 1 | |
| 1000 | 1 | |
| 1102 | 1 | |
| 1300 | 2 | |
| 1374 | 1 | |
| 1500 | 1 |
| Value | Count | Frequency (%) |
| 2000000 | 1 | |
| 925000 | 1 | |
| 440000 | 1 | |
| 261236 | 1 | |
| 240000 | 1 | |
| 222000 | 1 | |
| 219000 | 1 | |
| 211000 | 1 | |
| 195000 | 1 | |
| 192326 | 1 |
Fuel Type
Categorical
Imbalance
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.2 KiB |
| Diesel | |
|---|---|
| Petrol | |
| CNG | 50 |
| Electric | 7 |
| LPG | 5 |
| Other values (4) | 6 |
Length
| Max length | 12 |
|---|---|
| Median length | 6 |
| Mean length | 5.9339485 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Petrol |
|---|---|
| 2nd row | Diesel |
| 3rd row | Petrol |
| 4th row | Petrol |
| 5th row | Diesel |
Common Values
| Value | Count | Frequency (%) |
| Diesel | 1049 | |
| Petrol | 942 | |
| CNG | 50 | 2.4% |
| Electric | 7 | 0.3% |
| LPG | 5 | 0.2% |
| Hybrid | 3 | 0.1% |
| CNG + CNG | 1 | < 0.1% |
| Petrol + CNG | 1 | < 0.1% |
| Petrol + LPG | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| diesel | 1049 | |
| petrol | 944 | |
| cng | 53 | 2.6% |
| electric | 7 | 0.3% |
| lpg | 6 | 0.3% |
| hybrid | 3 | 0.1% |
| 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3049 | |
| l | 2000 | |
| i | 1059 | 8.7% |
| D | 1049 | 8.6% |
| s | 1049 | 8.6% |
| r | 954 | 7.8% |
| t | 951 | 7.8% |
| P | 950 | 7.8% |
| o | 944 | 7.7% |
| G | 59 | 0.5% |
| Other values (11) | 154 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12218 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3049 | |
| l | 2000 | |
| i | 1059 | 8.7% |
| D | 1049 | 8.6% |
| s | 1049 | 8.6% |
| r | 954 | 7.8% |
| t | 951 | 7.8% |
| P | 950 | 7.8% |
| o | 944 | 7.7% |
| G | 59 | 0.5% |
| Other values (11) | 154 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12218 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3049 | |
| l | 2000 | |
| i | 1059 | 8.7% |
| D | 1049 | 8.6% |
| s | 1049 | 8.6% |
| r | 954 | 7.8% |
| t | 951 | 7.8% |
| P | 950 | 7.8% |
| o | 944 | 7.7% |
| G | 59 | 0.5% |
| Other values (11) | 154 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12218 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3049 | |
| l | 2000 | |
| i | 1059 | 8.7% |
| D | 1049 | 8.6% |
| s | 1049 | 8.6% |
| r | 954 | 7.8% |
| t | 951 | 7.8% |
| P | 950 | 7.8% |
| o | 944 | 7.7% |
| G | 59 | 0.5% |
| Other values (11) | 154 | 1.3% |
Transmission
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.2 KiB |
| Manual | |
|---|---|
| Automatic |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 7.3491986 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Manual |
|---|---|
| 2nd row | Manual |
| 3rd row | Manual |
| 4th row | Manual |
| 5th row | Manual |
Common Values
| Value | Count | Frequency (%) |
| Manual | 1133 | |
| Automatic | 926 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| manual | 1133 | |
| automatic | 926 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3192 | |
| u | 2059 | |
| t | 1852 | |
| M | 1133 | 7.5% |
| n | 1133 | 7.5% |
| l | 1133 | 7.5% |
| A | 926 | 6.1% |
| o | 926 | 6.1% |
| m | 926 | 6.1% |
| i | 926 | 6.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15132 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 3192 | |
| u | 2059 | |
| t | 1852 | |
| M | 1133 | 7.5% |
| n | 1133 | 7.5% |
| l | 1133 | 7.5% |
| A | 926 | 6.1% |
| o | 926 | 6.1% |
| m | 926 | 6.1% |
| i | 926 | 6.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15132 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 3192 | |
| u | 2059 | |
| t | 1852 | |
| M | 1133 | 7.5% |
| n | 1133 | 7.5% |
| l | 1133 | 7.5% |
| A | 926 | 6.1% |
| o | 926 | 6.1% |
| m | 926 | 6.1% |
| i | 926 | 6.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15132 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 3192 | |
| u | 2059 | |
| t | 1852 | |
| M | 1133 | 7.5% |
| n | 1133 | 7.5% |
| l | 1133 | 7.5% |
| A | 926 | 6.1% |
| o | 926 | 6.1% |
| m | 926 | 6.1% |
| i | 926 | 6.1% |
Location
Text
| Distinct | 77 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.2 KiB |
Length
| Max length | 16 |
|---|---|
| Median length | 11 |
| Mean length | 6.7304517 |
| Min length | 3 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Pune |
|---|---|
| 2nd row | Ludhiana |
| 3rd row | Lucknow |
| 4th row | Mangalore |
| 5th row | Mumbai |
| Value | Count | Frequency (%) |
| mumbai | 361 | |
| delhi | 307 | |
| pune | 144 | 6.9% |
| bangalore | 132 | 6.3% |
| hyderabad | 116 | 5.5% |
| lucknow | 78 | 3.7% |
| ahmedabad | 70 | 3.3% |
| chennai | 63 | 3.0% |
| kolkata | 60 | 2.9% |
| kanpur | 52 | 2.5% |
| Other values (70) | 711 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2299 | |
| i | 1100 | 7.9% |
| e | 982 | 7.1% |
| u | 898 | 6.5% |
| n | 892 | 6.4% |
| h | 751 | 5.4% |
| r | 725 | 5.2% |
| d | 636 | 4.6% |
| l | 634 | 4.6% |
| b | 631 | 4.6% |
| Other values (39) | 4310 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13858 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2299 | |
| i | 1100 | 7.9% |
| e | 982 | 7.1% |
| u | 898 | 6.5% |
| n | 892 | 6.4% |
| h | 751 | 5.4% |
| r | 725 | 5.2% |
| d | 636 | 4.6% |
| l | 634 | 4.6% |
| b | 631 | 4.6% |
| Other values (39) | 4310 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13858 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2299 | |
| i | 1100 | 7.9% |
| e | 982 | 7.1% |
| u | 898 | 6.5% |
| n | 892 | 6.4% |
| h | 751 | 5.4% |
| r | 725 | 5.2% |
| d | 636 | 4.6% |
| l | 634 | 4.6% |
| b | 631 | 4.6% |
| Other values (39) | 4310 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13858 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2299 | |
| i | 1100 | 7.9% |
| e | 982 | 7.1% |
| u | 898 | 6.5% |
| n | 892 | 6.4% |
| h | 751 | 5.4% |
| r | 725 | 5.2% |
| d | 636 | 4.6% |
| l | 634 | 4.6% |
| b | 631 | 4.6% |
| Other values (39) | 4310 |
Color
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.2 KiB |
| White | |
|---|---|
| Silver | |
| Grey | |
| Blue | |
| Black | |
| Other values (12) |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.8266149 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Grey |
|---|---|
| 2nd row | White |
| 3rd row | Maroon |
| 4th row | Red |
| 5th row | Grey |
Common Values
| Value | Count | Frequency (%) |
| White | 802 | |
| Silver | 285 | 13.8% |
| Grey | 220 | 10.7% |
| Blue | 190 | 9.2% |
| Black | 163 | 7.9% |
| Red | 154 | 7.5% |
| Brown | 82 | 4.0% |
| Maroon | 37 | 1.8% |
| Gold | 30 | 1.5% |
| Bronze | 28 | 1.4% |
| Other values (7) | 68 | 3.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| white | 802 | |
| silver | 285 | 13.8% |
| grey | 220 | 10.7% |
| blue | 190 | 9.2% |
| black | 163 | 7.9% |
| red | 154 | 7.5% |
| brown | 82 | 4.0% |
| maroon | 37 | 1.8% |
| gold | 30 | 1.5% |
| bronze | 28 | 1.4% |
| Other values (7) | 68 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1771 | |
| i | 1096 | |
| t | 814 | 8.2% |
| h | 814 | 8.2% |
| W | 802 | 8.1% |
| r | 702 | 7.1% |
| l | 691 | 7.0% |
| B | 471 | 4.7% |
| S | 285 | 2.9% |
| v | 285 | 2.9% |
| Other values (19) | 2207 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9938 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1771 | |
| i | 1096 | |
| t | 814 | 8.2% |
| h | 814 | 8.2% |
| W | 802 | 8.1% |
| r | 702 | 7.1% |
| l | 691 | 7.0% |
| B | 471 | 4.7% |
| S | 285 | 2.9% |
| v | 285 | 2.9% |
| Other values (19) | 2207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9938 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1771 | |
| i | 1096 | |
| t | 814 | 8.2% |
| h | 814 | 8.2% |
| W | 802 | 8.1% |
| r | 702 | 7.1% |
| l | 691 | 7.0% |
| B | 471 | 4.7% |
| S | 285 | 2.9% |
| v | 285 | 2.9% |
| Other values (19) | 2207 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9938 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1771 | |
| i | 1096 | |
| t | 814 | 8.2% |
| h | 814 | 8.2% |
| W | 802 | 8.1% |
| r | 702 | 7.1% |
| l | 691 | 7.0% |
| B | 471 | 4.7% |
| S | 285 | 2.9% |
| v | 285 | 2.9% |
| Other values (19) | 2207 |
Owner
Categorical
Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.2 KiB |
| First | |
|---|---|
| Second | |
| Third | 42 |
| UnRegistered Car | 21 |
| Fourth | 3 |
Length
| Max length | 16 |
|---|---|
| Median length | 5 |
| Mean length | 5.296746 |
| Min length | 5 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | First |
|---|---|
| 2nd row | Second |
| 3rd row | First |
| 4th row | First |
| 5th row | First |
Common Values
| Value | Count | Frequency (%) |
| First | 1619 | |
| Second | 373 | 18.1% |
| Third | 42 | 2.0% |
| UnRegistered Car | 21 | 1.0% |
| Fourth | 3 | 0.1% |
| 4 or More | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| first | 1619 | |
| second | 373 | 17.9% |
| third | 42 | 2.0% |
| unregistered | 21 | 1.0% |
| car | 21 | 1.0% |
| fourth | 3 | 0.1% |
| 4 | 1 | < 0.1% |
| or | 1 | < 0.1% |
| more | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1708 | |
| i | 1682 | |
| t | 1643 | |
| s | 1640 | |
| F | 1622 | |
| e | 437 | 4.0% |
| d | 436 | 4.0% |
| n | 394 | 3.6% |
| o | 378 | 3.5% |
| S | 373 | 3.4% |
| Other values (12) | 593 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10906 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1708 | |
| i | 1682 | |
| t | 1643 | |
| s | 1640 | |
| F | 1622 | |
| e | 437 | 4.0% |
| d | 436 | 4.0% |
| n | 394 | 3.6% |
| o | 378 | 3.5% |
| S | 373 | 3.4% |
| Other values (12) | 593 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10906 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1708 | |
| i | 1682 | |
| t | 1643 | |
| s | 1640 | |
| F | 1622 | |
| e | 437 | 4.0% |
| d | 436 | 4.0% |
| n | 394 | 3.6% |
| o | 378 | 3.5% |
| S | 373 | 3.4% |
| Other values (12) | 593 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10906 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1708 | |
| i | 1682 | |
| t | 1643 | |
| s | 1640 | |
| F | 1622 | |
| e | 437 | 4.0% |
| d | 436 | 4.0% |
| n | 394 | 3.6% |
| o | 378 | 3.5% |
| S | 373 | 3.4% |
| Other values (12) | 593 | 5.4% |
Seller Type
Categorical
Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.2 KiB |
| Individual | |
|---|---|
| Corporate | 57 |
| Commercial Registration | 5 |
Length
| Max length | 23 |
|---|---|
| Median length | 10 |
| Mean length | 10.003885 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Corporate |
|---|---|
| 2nd row | Individual |
| 3rd row | Individual |
| 4th row | Individual |
| 5th row | Individual |
Common Values
| Value | Count | Frequency (%) |
| Individual | 1997 | |
| Corporate | 57 | 2.8% |
| Commercial Registration | 5 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| individual | 1997 | |
| corporate | 57 | 2.8% |
| commercial | 5 | 0.2% |
| registration | 5 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 4009 | |
| d | 3994 | |
| a | 2064 | |
| l | 2002 | |
| n | 2002 | |
| I | 1997 | |
| v | 1997 | |
| u | 1997 | |
| o | 124 | 0.6% |
| r | 124 | 0.6% |
| Other values (10) | 288 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20598 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 4009 | |
| d | 3994 | |
| a | 2064 | |
| l | 2002 | |
| n | 2002 | |
| I | 1997 | |
| v | 1997 | |
| u | 1997 | |
| o | 124 | 0.6% |
| r | 124 | 0.6% |
| Other values (10) | 288 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20598 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 4009 | |
| d | 3994 | |
| a | 2064 | |
| l | 2002 | |
| n | 2002 | |
| I | 1997 | |
| v | 1997 | |
| u | 1997 | |
| o | 124 | 0.6% |
| r | 124 | 0.6% |
| Other values (10) | 288 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20598 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 4009 | |
| d | 3994 | |
| a | 2064 | |
| l | 2002 | |
| n | 2002 | |
| I | 1997 | |
| v | 1997 | |
| u | 1997 | |
| o | 124 | 0.6% |
| r | 124 | 0.6% |
| Other values (10) | 288 | 1.4% |
Engine
Text
Missing
| Distinct | 108 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 80 |
| Missing (%) | 3.9% |
| Memory size | 16.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.8943911 |
| Min length | 6 |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | 1198 cc |
|---|---|
| 2nd row | 1248 cc |
| 3rd row | 1197 cc |
| 4th row | 1197 cc |
| 5th row | 2393 cc |
| Value | Count | Frequency (%) |
| cc | 1979 | |
| 1197 | 231 | 5.8% |
| 1248 | 122 | 3.1% |
| 998 | 121 | 3.1% |
| 1497 | 84 | 2.1% |
| 1968 | 82 | 2.1% |
| 1995 | 82 | 2.1% |
| 2179 | 73 | 1.8% |
| 1498 | 64 | 1.6% |
| 1582 | 56 | 1.4% |
| Other values (99) | 1064 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 3958 | |
| 9 | 2039 | |
| 1 | 1983 | |
| 1979 | ||
| 8 | 729 | 5.3% |
| 2 | 626 | 4.6% |
| 7 | 601 | 4.4% |
| 4 | 560 | 4.1% |
| 5 | 395 | 2.9% |
| 6 | 353 | 2.6% |
| Other values (2) | 421 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13644 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 3958 | |
| 9 | 2039 | |
| 1 | 1983 | |
| 1979 | ||
| 8 | 729 | 5.3% |
| 2 | 626 | 4.6% |
| 7 | 601 | 4.4% |
| 4 | 560 | 4.1% |
| 5 | 395 | 2.9% |
| 6 | 353 | 2.6% |
| Other values (2) | 421 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13644 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 3958 | |
| 9 | 2039 | |
| 1 | 1983 | |
| 1979 | ||
| 8 | 729 | 5.3% |
| 2 | 626 | 4.6% |
| 7 | 601 | 4.4% |
| 4 | 560 | 4.1% |
| 5 | 395 | 2.9% |
| 6 | 353 | 2.6% |
| Other values (2) | 421 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13644 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 3958 | |
| 9 | 2039 | |
| 1 | 1983 | |
| 1979 | ||
| 8 | 729 | 5.3% |
| 2 | 626 | 4.6% |
| 7 | 601 | 4.4% |
| 4 | 560 | 4.1% |
| 5 | 395 | 2.9% |
| 6 | 353 | 2.6% |
| Other values (2) | 421 | 3.1% |
Max Power
Text
Missing
| Distinct | 335 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 80 |
| Missing (%) | 3.9% |
| Memory size | 16.2 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 16.915109 |
| Min length | 7 |
Unique
| Unique | 117 ? |
|---|---|
| Unique (%) | 5.9% |
Sample
| 1st row | 87 bhp @ 6000 rpm |
|---|---|
| 2nd row | 74 bhp @ 4000 rpm |
| 3rd row | 79 bhp @ 6000 rpm |
| 4th row | 82 bhp @ 6000 rpm |
| 5th row | 148 bhp @ 3400 rpm |
| Value | Count | Frequency (%) |
| 1851 | ||
| bhp | 1851 | |
| rpm | 1847 | |
| 4000 | 431 | 4.6% |
| 6000 | 422 | 4.5% |
| 3750 | 143 | 1.5% |
| 89 | 139 | 1.5% |
| 5500 | 97 | 1.0% |
| 3600 | 92 | 1.0% |
| 67 | 89 | 0.9% |
| Other values (228) | 2414 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7397 | ||
| 0 | 5016 | |
| p | 3698 | |
| @ | 1979 | 5.9% |
| b | 1851 | 5.5% |
| h | 1851 | 5.5% |
| r | 1847 | 5.5% |
| m | 1847 | 5.5% |
| 1 | 1301 | 3.9% |
| 6 | 1178 | 3.5% |
| Other values (8) | 5510 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 33475 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 7397 | ||
| 0 | 5016 | |
| p | 3698 | |
| @ | 1979 | 5.9% |
| b | 1851 | 5.5% |
| h | 1851 | 5.5% |
| r | 1847 | 5.5% |
| m | 1847 | 5.5% |
| 1 | 1301 | 3.9% |
| 6 | 1178 | 3.5% |
| Other values (8) | 5510 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 33475 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 7397 | ||
| 0 | 5016 | |
| p | 3698 | |
| @ | 1979 | 5.9% |
| b | 1851 | 5.5% |
| h | 1851 | 5.5% |
| r | 1847 | 5.5% |
| m | 1847 | 5.5% |
| 1 | 1301 | 3.9% |
| 6 | 1178 | 3.5% |
| Other values (8) | 5510 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 33475 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 7397 | ||
| 0 | 5016 | |
| p | 3698 | |
| @ | 1979 | 5.9% |
| b | 1851 | 5.5% |
| h | 1851 | 5.5% |
| r | 1847 | 5.5% |
| m | 1847 | 5.5% |
| 1 | 1301 | 3.9% |
| 6 | 1178 | 3.5% |
| Other values (8) | 5510 |
Max Torque
Text
Missing
| Distinct | 290 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 80 |
| Missing (%) | 3.9% |
| Memory size | 16.2 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 17 |
| Mean length | 16.371905 |
| Min length | 7 |
Unique
| Unique | 91 ? |
|---|---|
| Unique (%) | 4.6% |
Sample
| 1st row | 109 Nm @ 4500 rpm |
|---|---|
| 2nd row | 190 Nm @ 2000 rpm |
| 3rd row | 112.7619 Nm @ 4000 rpm |
| 4th row | 113 Nm @ 4200 rpm |
| 5th row | 343 Nm @ 1400 rpm |
| Value | Count | Frequency (%) |
| 1851 | ||
| rpm | 1851 | |
| nm | 1851 | |
| 1750 | 382 | 4.1% |
| 4000 | 240 | 2.6% |
| 1500 | 202 | 2.2% |
| 1600 | 160 | 1.7% |
| 3500 | 128 | 1.4% |
| 200 | 121 | 1.3% |
| 400 | 113 | 1.2% |
| Other values (219) | 2485 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7405 | ||
| 0 | 5432 | |
| m | 3702 | |
| 1 | 2084 | 6.4% |
| @ | 1979 | 6.1% |
| p | 1851 | 5.7% |
| N | 1851 | 5.7% |
| r | 1851 | 5.7% |
| 5 | 1460 | 4.5% |
| 4 | 1215 | 3.8% |
| Other values (7) | 3570 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32400 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 7405 | ||
| 0 | 5432 | |
| m | 3702 | |
| 1 | 2084 | 6.4% |
| @ | 1979 | 6.1% |
| p | 1851 | 5.7% |
| N | 1851 | 5.7% |
| r | 1851 | 5.7% |
| 5 | 1460 | 4.5% |
| 4 | 1215 | 3.8% |
| Other values (7) | 3570 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32400 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 7405 | ||
| 0 | 5432 | |
| m | 3702 | |
| 1 | 2084 | 6.4% |
| @ | 1979 | 6.1% |
| p | 1851 | 5.7% |
| N | 1851 | 5.7% |
| r | 1851 | 5.7% |
| 5 | 1460 | 4.5% |
| 4 | 1215 | 3.8% |
| Other values (7) | 3570 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32400 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 7405 | ||
| 0 | 5432 | |
| m | 3702 | |
| 1 | 2084 | 6.4% |
| @ | 1979 | 6.1% |
| p | 1851 | 5.7% |
| N | 1851 | 5.7% |
| r | 1851 | 5.7% |
| 5 | 1460 | 4.5% |
| 4 | 1215 | 3.8% |
| Other values (7) | 3570 |
Drivetrain
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 136 |
| Missing (%) | 6.6% |
| Memory size | 16.2 KiB |
| FWD | |
|---|---|
| RWD | |
| AWD |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FWD |
|---|---|
| 2nd row | FWD |
| 3rd row | FWD |
| 4th row | FWD |
| 5th row | RWD |
Common Values
| Value | Count | Frequency (%) |
| FWD | 1330 | |
| RWD | 321 | 15.6% |
| AWD | 272 | 13.2% |
| (Missing) | 136 | 6.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fwd | 1330 | |
| rwd | 321 | 16.7% |
| awd | 272 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 1923 | |
| D | 1923 | |
| F | 1330 | |
| R | 321 | 5.6% |
| A | 272 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5769 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| W | 1923 | |
| D | 1923 | |
| F | 1330 | |
| R | 321 | 5.6% |
| A | 272 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5769 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| W | 1923 | |
| D | 1923 | |
| F | 1330 | |
| R | 321 | 5.6% |
| A | 272 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5769 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| W | 1923 | |
| D | 1923 | |
| F | 1330 | |
| R | 321 | 5.6% |
| A | 272 | 4.7% |
Length
Real number (ℝ)
High correlation Missing
| Distinct | 248 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 64 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4280.8607 |
| Minimum | 3099 |
|---|---|
| Maximum | 5569 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.2 KiB |
Quantile statistics
| Minimum | 3099 |
|---|---|
| 5-th percentile | 3565 |
| Q1 | 3985 |
| median | 4370 |
| Q3 | 4629 |
| 95-th percentile | 4936 |
| Maximum | 5569 |
| Range | 2470 |
| Interquartile range (IQR) | 644 |
Descriptive statistics
| Standard deviation | 442.45851 |
|---|---|
| Coefficient of variation (CV) | 0.10335737 |
| Kurtosis | -0.82045722 |
| Mean | 4280.8607 |
| Median Absolute Deviation (MAD) | 375 |
| Skewness | -0.02152263 |
| Sum | 8540317 |
| Variance | 195769.53 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3995 | 221 | 10.7% |
| 4440 | 70 | 3.4% |
| 4270 | 57 | 2.8% |
| 3985 | 55 | 2.7% |
| 4456 | 44 | 2.1% |
| 3850 | 42 | 2.0% |
| 3765 | 40 | 1.9% |
| 4585 | 39 | 1.9% |
| 4490 | 36 | 1.7% |
| 4735 | 34 | 1.7% |
| Other values (238) | 1357 | |
| (Missing) | 64 | 3.1% |
| Value | Count | Frequency (%) |
| 3099 | 1 | < 0.1% |
| 3395 | 20 | |
| 3429 | 4 | 0.2% |
| 3445 | 2 | 0.1% |
| 3495 | 23 | |
| 3515 | 4 | 0.2% |
| 3520 | 4 | 0.2% |
| 3539 | 13 | |
| 3545 | 11 | |
| 3565 | 25 |
| Value | Count | Frequency (%) |
| 5569 | 2 | 0.1% |
| 5462 | 1 | < 0.1% |
| 5453 | 1 | < 0.1% |
| 5399 | 1 | < 0.1% |
| 5265 | 1 | < 0.1% |
| 5255 | 1 | < 0.1% |
| 5252 | 3 | |
| 5247 | 1 | < 0.1% |
| 5246 | 5 | |
| 5226 | 3 |
Width
Real number (ℝ)
High correlation Missing
| Distinct | 170 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 64 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1767.992 |
| Minimum | 1475 |
|---|---|
| Maximum | 2220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.2 KiB |
Quantile statistics
| Minimum | 1475 |
|---|---|
| 5-th percentile | 1495 |
| Q1 | 1695 |
| median | 1770 |
| Q3 | 1831.5 |
| 95-th percentile | 2044 |
| Maximum | 2220 |
| Range | 745 |
| Interquartile range (IQR) | 136.5 |
Descriptive statistics
| Standard deviation | 135.26583 |
|---|---|
| Coefficient of variation (CV) | 0.076508167 |
| Kurtosis | 0.89759088 |
| Mean | 1767.992 |
| Median Absolute Deviation (MAD) | 75 |
| Skewness | 0.30833494 |
| Sum | 3527144 |
| Variance | 18296.843 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1695 | 201 | 9.8% |
| 1780 | 62 | 3.0% |
| 1790 | 61 | 3.0% |
| 1660 | 51 | 2.5% |
| 1680 | 51 | 2.5% |
| 1890 | 49 | 2.4% |
| 1475 | 49 | 2.4% |
| 1820 | 46 | 2.2% |
| 1745 | 46 | 2.2% |
| 1734 | 44 | 2.1% |
| Other values (160) | 1335 | |
| (Missing) | 64 | 3.1% |
| Value | Count | Frequency (%) |
| 1475 | 49 | |
| 1490 | 31 | |
| 1495 | 29 | |
| 1500 | 3 | 0.1% |
| 1515 | 2 | 0.1% |
| 1520 | 6 | 0.3% |
| 1525 | 7 | 0.3% |
| 1550 | 14 | 0.7% |
| 1560 | 4 | 0.2% |
| 1579 | 24 |
| Value | Count | Frequency (%) |
| 2220 | 4 | 0.2% |
| 2183 | 1 | < 0.1% |
| 2173 | 1 | < 0.1% |
| 2157 | 8 | |
| 2155 | 1 | < 0.1% |
| 2141 | 19 | |
| 2139 | 1 | < 0.1% |
| 2120 | 9 | |
| 2110 | 1 | < 0.1% |
| 2105 | 1 | < 0.1% |
Height
Real number (ℝ)
High correlation Missing
| Distinct | 196 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 64 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1591.7353 |
| Minimum | 1165 |
|---|---|
| Maximum | 1995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.2 KiB |
Quantile statistics
| Minimum | 1165 |
|---|---|
| 5-th percentile | 1432 |
| Q1 | 1485 |
| median | 1545 |
| Q3 | 1675 |
| 95-th percentile | 1845.3 |
| Maximum | 1995 |
| Range | 830 |
| Interquartile range (IQR) | 190 |
Descriptive statistics
| Standard deviation | 136.07396 |
|---|---|
| Coefficient of variation (CV) | 0.085487802 |
| Kurtosis | 0.034725652 |
| Mean | 1591.7353 |
| Median Absolute Deviation (MAD) | 79 |
| Skewness | 0.83777993 |
| Sum | 3175512 |
| Variance | 18516.121 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1475 | 88 | 4.3% |
| 1505 | 80 | 3.9% |
| 1530 | 63 | 3.1% |
| 1520 | 61 | 3.0% |
| 1495 | 58 | 2.8% |
| 1640 | 56 | 2.7% |
| 1500 | 51 | 2.5% |
| 1485 | 46 | 2.2% |
| 1555 | 44 | 2.1% |
| 1700 | 43 | 2.1% |
| Other values (186) | 1405 | |
| (Missing) | 64 | 3.1% |
| Value | Count | Frequency (%) |
| 1165 | 1 | |
| 1213 | 1 | |
| 1281 | 2 | |
| 1295 | 1 | |
| 1297 | 1 | |
| 1304 | 1 | |
| 1353 | 1 | |
| 1366 | 2 | |
| 1370 | 1 | |
| 1391 | 2 |
| Value | Count | Frequency (%) |
| 1995 | 20 | |
| 1975 | 10 | |
| 1940 | 2 | 0.1% |
| 1930 | 9 | |
| 1925 | 1 | < 0.1% |
| 1922 | 5 | 0.2% |
| 1920 | 2 | 0.1% |
| 1901 | 1 | < 0.1% |
| 1900 | 1 | < 0.1% |
| 1895 | 3 | 0.1% |
Seating Capacity
Real number (ℝ)
High correlation Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 64 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3062657 |
| Minimum | 2 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.82217013 |
|---|---|
| Coefficient of variation (CV) | 0.15494327 |
| Kurtosis | 2.5744776 |
| Mean | 5.3062657 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4680826 |
| Sum | 10586 |
| Variance | 0.67596373 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 1615 | |
| 7 | 273 | 13.3% |
| 4 | 42 | 2.0% |
| 8 | 35 | 1.7% |
| 6 | 23 | 1.1% |
| 2 | 7 | 0.3% |
| (Missing) | 64 | 3.1% |
| Value | Count | Frequency (%) |
| 2 | 7 | 0.3% |
| 4 | 42 | 2.0% |
| 5 | 1615 | |
| 6 | 23 | 1.1% |
| 7 | 273 | 13.3% |
| 8 | 35 | 1.7% |
| Value | Count | Frequency (%) |
| 8 | 35 | 1.7% |
| 7 | 273 | 13.3% |
| 6 | 23 | 1.1% |
| 5 | 1615 | |
| 4 | 42 | 2.0% |
| 2 | 7 | 0.3% |
Fuel Tank Capacity
Real number (ℝ)
High correlation Missing
| Distinct | 55 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 113 |
| Missing (%) | 5.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.00221 |
| Minimum | 15 |
|---|---|
| Maximum | 105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.2 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 41.25 |
| median | 50 |
| Q3 | 60 |
| 95-th percentile | 80 |
| Maximum | 105 |
| Range | 90 |
| Interquartile range (IQR) | 18.75 |
Descriptive statistics
| Standard deviation | 15.110198 |
|---|---|
| Coefficient of variation (CV) | 0.29056838 |
| Kurtosis | 0.35516399 |
| Mean | 52.00221 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.8530031 |
| Sum | 101196.3 |
| Variance | 228.31808 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 35 | 222 | 10.8% |
| 60 | 155 | 7.5% |
| 45 | 154 | 7.5% |
| 43 | 146 | 7.1% |
| 50 | 132 | 6.4% |
| 55 | 117 | 5.7% |
| 42 | 111 | 5.4% |
| 40 | 106 | 5.1% |
| 80 | 92 | 4.5% |
| 37 | 89 | 4.3% |
| Other values (45) | 622 | |
| (Missing) | 113 | 5.5% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 27 | 5 | 0.2% |
| 28 | 30 | 1.5% |
| 32 | 27 | 1.3% |
| 35 | 222 | |
| 37 | 89 | |
| 38 | 1 | < 0.1% |
| 40 | 106 | |
| 41 | 6 | 0.3% |
| 42 | 111 |
| Value | Count | Frequency (%) |
| 105 | 3 | 0.1% |
| 104 | 1 | < 0.1% |
| 100 | 15 | |
| 95 | 2 | 0.1% |
| 93 | 18 | |
| 92 | 1 | < 0.1% |
| 90 | 10 | |
| 85 | 5 | 0.2% |
| 83 | 6 | 0.3% |
| 82.5 | 3 | 0.1% |
Interactions
Correlations
| Color | Drivetrain | Fuel Tank Capacity | Fuel Type | Height | Kilometer | Length | Make | Owner | Price | Seating Capacity | Seller Type | Transmission | Width | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Color | 1.000 | 0.196 | 0.104 | 0.072 | 0.126 | 0.000 | 0.099 | 0.139 | 0.000 | 0.073 | 0.110 | 0.000 | 0.258 | 0.117 | 0.192 |
| Drivetrain | 0.196 | 1.000 | 0.597 | 0.289 | 0.496 | 0.055 | 0.473 | 0.626 | 0.093 | 0.369 | 0.380 | 0.000 | 0.439 | 0.524 | 0.050 |
| Fuel Tank Capacity | 0.104 | 0.597 | 1.000 | 0.213 | 0.262 | 0.078 | 0.818 | 0.446 | 0.052 | 0.751 | 0.309 | 0.024 | 0.546 | 0.872 | 0.102 |
| Fuel Type | 0.072 | 0.289 | 0.213 | 1.000 | 0.182 | 0.000 | 0.214 | 0.256 | 0.116 | 0.079 | 0.143 | 0.000 | 0.206 | 0.256 | 0.359 |
| Height | 0.126 | 0.496 | 0.262 | 0.182 | 1.000 | 0.084 | 0.067 | 0.545 | 0.062 | 0.127 | 0.566 | 0.075 | 0.322 | 0.281 | 0.142 |
| Kilometer | 0.000 | 0.055 | 0.078 | 0.000 | 0.084 | 1.000 | 0.055 | 0.000 | 0.000 | -0.279 | 0.202 | 0.000 | 0.000 | -0.003 | -0.602 |
| Length | 0.099 | 0.473 | 0.818 | 0.214 | 0.067 | 0.055 | 1.000 | 0.449 | 0.078 | 0.767 | 0.318 | 0.082 | 0.572 | 0.846 | 0.104 |
| Make | 0.139 | 0.626 | 0.446 | 0.256 | 0.545 | 0.000 | 0.449 | 1.000 | 0.087 | 0.560 | 0.441 | 0.137 | 0.678 | 0.422 | 0.088 |
| Owner | 0.000 | 0.093 | 0.052 | 0.116 | 0.062 | 0.000 | 0.078 | 0.087 | 1.000 | 0.109 | 0.047 | 0.000 | 0.078 | 0.056 | 0.193 |
| Price | 0.073 | 0.369 | 0.751 | 0.079 | 0.127 | -0.279 | 0.767 | 0.560 | 0.109 | 1.000 | 0.137 | 0.062 | 0.411 | 0.830 | 0.520 |
| Seating Capacity | 0.110 | 0.380 | 0.309 | 0.143 | 0.566 | 0.202 | 0.318 | 0.441 | 0.047 | 0.137 | 1.000 | 0.000 | 0.146 | 0.278 | -0.017 |
| Seller Type | 0.000 | 0.000 | 0.024 | 0.000 | 0.075 | 0.000 | 0.082 | 0.137 | 0.000 | 0.062 | 0.000 | 1.000 | 0.108 | 0.038 | 0.000 |
| Transmission | 0.258 | 0.439 | 0.546 | 0.206 | 0.322 | 0.000 | 0.572 | 0.678 | 0.078 | 0.411 | 0.146 | 0.108 | 1.000 | 0.578 | 0.165 |
| Width | 0.117 | 0.524 | 0.872 | 0.256 | 0.281 | -0.003 | 0.846 | 0.422 | 0.056 | 0.830 | 0.278 | 0.038 | 0.578 | 1.000 | 0.212 |
| Year | 0.192 | 0.050 | 0.102 | 0.359 | 0.142 | -0.602 | 0.104 | 0.088 | 0.193 | 0.520 | -0.017 | 0.000 | 0.165 | 0.212 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Make | Model | Price | Year | Kilometer | Fuel Type | Transmission | Location | Color | Owner | Seller Type | Engine | Max Power | Max Torque | Drivetrain | Length | Width | Height | Seating Capacity | Fuel Tank Capacity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Honda | Amaze 1.2 VX i-VTEC | 505000 | 2017 | 87150 | Petrol | Manual | Pune | Grey | First | Corporate | 1198 cc | 87 bhp @ 6000 rpm | 109 Nm @ 4500 rpm | FWD | 3990.000 | 1680.000 | 1505.000 | 5.000 | 35.000 |
| 1 | Maruti Suzuki | Swift DZire VDI | 450000 | 2014 | 75000 | Diesel | Manual | Ludhiana | White | Second | Individual | 1248 cc | 74 bhp @ 4000 rpm | 190 Nm @ 2000 rpm | FWD | 3995.000 | 1695.000 | 1555.000 | 5.000 | 42.000 |
| 2 | Hyundai | i10 Magna 1.2 Kappa2 | 220000 | 2011 | 67000 | Petrol | Manual | Lucknow | Maroon | First | Individual | 1197 cc | 79 bhp @ 6000 rpm | 112.7619 Nm @ 4000 rpm | FWD | 3585.000 | 1595.000 | 1550.000 | 5.000 | 35.000 |
| 3 | Toyota | Glanza G | 799000 | 2019 | 37500 | Petrol | Manual | Mangalore | Red | First | Individual | 1197 cc | 82 bhp @ 6000 rpm | 113 Nm @ 4200 rpm | FWD | 3995.000 | 1745.000 | 1510.000 | 5.000 | 37.000 |
| 4 | Toyota | Innova 2.4 VX 7 STR [2016-2020] | 1950000 | 2018 | 69000 | Diesel | Manual | Mumbai | Grey | First | Individual | 2393 cc | 148 bhp @ 3400 rpm | 343 Nm @ 1400 rpm | RWD | 4735.000 | 1830.000 | 1795.000 | 7.000 | 55.000 |
| 5 | Maruti Suzuki | Ciaz ZXi | 675000 | 2017 | 73315 | Petrol | Manual | Pune | Grey | First | Individual | 1373 cc | 91 bhp @ 6000 rpm | 130 Nm @ 4000 rpm | FWD | 4490.000 | 1730.000 | 1485.000 | 5.000 | 43.000 |
| 6 | Mercedes-Benz | CLA 200 Petrol Sport | 1898999 | 2015 | 47000 | Petrol | Automatic | Mumbai | White | Second | Individual | 1991 cc | 181 bhp @ 5500 rpm | 300 Nm @ 1200 rpm | FWD | 4630.000 | 1777.000 | 1432.000 | 5.000 | NaN |
| 7 | BMW | X1 xDrive20d M Sport | 2650000 | 2017 | 75000 | Diesel | Automatic | Coimbatore | White | Second | Individual | 1995 cc | 188 bhp @ 4000 rpm | 400 Nm @ 1750 rpm | AWD | 4439.000 | 1821.000 | 1612.000 | 5.000 | 51.000 |
| 8 | Skoda | Octavia 1.8 TSI Style Plus AT [2017] | 1390000 | 2017 | 56000 | Petrol | Automatic | Mumbai | White | First | Individual | 1798 cc | 177 bhp @ 5100 rpm | 250 Nm @ 1250 rpm | FWD | 4670.000 | 1814.000 | 1476.000 | 5.000 | 50.000 |
| 9 | Nissan | Terrano XL (D) | 575000 | 2015 | 85000 | Diesel | Manual | Mumbai | White | First | Individual | 1461 cc | 84 bhp @ 3750 rpm | 200 Nm @ 1900 rpm | FWD | 4331.000 | 1822.000 | 1671.000 | 5.000 | 50.000 |
| Make | Model | Price | Year | Kilometer | Fuel Type | Transmission | Location | Color | Owner | Seller Type | Engine | Max Power | Max Torque | Drivetrain | Length | Width | Height | Seating Capacity | Fuel Tank Capacity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2049 | Mercedes-Benz | GLS 400 4MATIC | 5950000 | 2017 | 80000 | Petrol | Automatic | Delhi | Black | First | Individual | 2996 cc | 329 bhp @ 5250 rpm | 480 Nm @ 1600 rpm | AWD | 5130.000 | 1934.000 | 1850.000 | 5.000 | 100.000 |
| 2050 | Hyundai | Creta SX Plus 1.6 Petrol | 891000 | 2016 | 47000 | Petrol | Manual | Delhi | White | First | Individual | 1591 cc | 122 bhp @ 6400 rpm | 154 Nm @ 4850 rpm | FWD | 4270.000 | 1780.000 | 1630.000 | 5.000 | 60.000 |
| 2051 | Maruti Suzuki | Vitara Brezza VXi | 925000 | 2021 | 48000 | Petrol | Manual | Bangalore | White | First | Individual | 1462 cc | 103 bhp @ 6000 rpm | 138 Nm @ 4400 rpm | FWD | 3995.000 | 1790.000 | 1640.000 | 5.000 | 48.000 |
| 2052 | Hyundai | i20 Sportz 1.4 CRDI | 409999 | 2014 | 68000 | Diesel | Manual | Agra | Silver | First | Individual | 1396 cc | 90@4000 | 220@1750 | NaN | 3940.000 | 1710.000 | 1505.000 | 5.000 | 45.000 |
| 2053 | Maruti Suzuki | Ritz Vxi (ABS) BS-IV | 245000 | 2014 | 79000 | Petrol | Manual | Faridabad | White | Second | Individual | 1197 cc | 85 bhp @ 6000 rpm | 113 Nm @ 4500 rpm | FWD | 3775.000 | 1680.000 | 1620.000 | 5.000 | 43.000 |
| 2054 | Mahindra | XUV500 W8 [2015-2017] | 850000 | 2016 | 90300 | Diesel | Manual | Surat | White | First | Individual | 2179 cc | 138 bhp @ 3750 rpm | 330 Nm @ 1600 rpm | FWD | 4585.000 | 1890.000 | 1785.000 | 7.000 | 70.000 |
| 2055 | Hyundai | Eon D-Lite + | 275000 | 2014 | 83000 | Petrol | Manual | Ahmedabad | White | Second | Individual | 814 cc | 55 bhp @ 5500 rpm | 75 Nm @ 4000 rpm | FWD | 3495.000 | 1550.000 | 1500.000 | 5.000 | 32.000 |
| 2056 | Ford | Figo Duratec Petrol ZXI 1.2 | 240000 | 2013 | 73000 | Petrol | Manual | Thane | Silver | First | Individual | 1196 cc | 70 bhp @ 6250 rpm | 102 Nm @ 4000 rpm | FWD | 3795.000 | 1680.000 | 1427.000 | 5.000 | 45.000 |
| 2057 | BMW | 5-Series 520d Luxury Line [2017-2019] | 4290000 | 2018 | 60474 | Diesel | Automatic | Coimbatore | White | First | Individual | 1995 cc | 188 bhp @ 4000 rpm | 400 Nm @ 1750 rpm | RWD | 4936.000 | 1868.000 | 1479.000 | 5.000 | 65.000 |
| 2058 | Mahindra | Bolero Power Plus ZLX [2016-2019] | 670000 | 2017 | 72000 | Diesel | Manual | Guwahati | White | First | Individual | 1493 cc | 70 bhp @ 3600 rpm | 195 Nm @ 1400 rpm | RWD | 3995.000 | 1745.000 | 1880.000 | 7.000 | NaN |